Physiological, Transcriptomic, and Metabolomic Responses of Brachiaria decumbens Roots During Symbiosis Establishment with Piriformospora indica
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Biological Material, Inoculation, and Sampling
2.2. Fungal Colonization Assessment
2.3. Plant Physiological Trait Analysis
2.4. Table Transcriptome Assembly and Functional Annotation
2.5. Gene Expression Quantification and DEG Identification
2.6. qRT-PCR Validation
2.7. Untargeted Metabolomic Profiling
2.8. Integrated Transcriptomic and Metabolomic Analyses
3. Results
3.1. Growth and Physiological Responses of B. Decumbens to P. indica Colonization
3.2. Overview of Transcriptome Sequencing and Assembly
3.3. Differential Gene Expression in Response to P. indica Colonization
3.4. Analysis of Transcription Factors
3.5. Metabolic Profiling of B. decumbens Roots in Response to P. indica Colonization
3.6. Integrated Transcriptomic and Metabolomic Analysis of the Response of B. decumbens Roots to P. indica Colonization
3.7. Coordinated DEG and DAM Changes in Phenylpropanoid Biosynthesis
3.8. Coordinated DEG and DAM Changes in α-Linolenic Acid Metabolism
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| CAT | catalase |
| SOD | superoxide dismutase |
| POD | peroxidase |
| MDA | malondialdehyde |
| IAA | indole-3-acetic acid |
| JA | jasmonic acid |
| ACC | the ethylene precursor 1-aminocyclopropane-1-carboxylic acid |
| DEGs | differentially expressed genes |
| DAMs | differentially accumulated metabolites |
| MAMP | microbe-associated molecular pattern |
| GABA | γ-aminobutyric acid |
| PDA | potato dextrose agar |
| TBA | thiobarbituric acid |
| NBT | nitro-blue tetrazolium |
| ELISAs | enzyme-linked immunosorbent assays |
| KEGG | Kyoto Encyclopedia of Genes and Genomes |
| GO | Gene Ontology |
| Nr | NCBI non-redundant protein |
| KOG | Eukaryotic Orthologous Group |
| FPKMs | fragments per kilobase of transcript per million mapped reads |
| FDR | false discovery rate |
| FC | genes with fold change |
| TFs | transcription factors |
| O2PLS | two-way orthogonal PLS |
| PCA | principal component analysis |
| qRT-PCR | quantitative real-time PCR |
| BP | biological process |
| MF | molecular function |
| CC | cellular component |
| CAD | cinnamyl alcohol dehydrogenase |
| CCR | cinnamoyl-CoA reductase |
| PTAL | phenylalanine/tyrosine ammonia-lyase |
| C3′H | p-coumarate 3-hydroxylase |
| COMT | caffeoyl-CoA 3-O-methyltransferase |
| HCT | shikimate O-hydroxycinnamoyltransferase |
| REF1 | coniferyl-aldehyde dehydrogenase |
| DAD1 | phospholipase A1 |
| OPCL1 | OPC-8:0 CoA ligase |
| LOX2S | lipoxygenase |
| ADH1 | alcohol dehydrogenase |
| ACX | acyl-CoA oxidase |
| SPLA2 | secretory phospholipase A2 |
| MFP2 | enoyl-CoA hydratase |
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Liu, M.; Li, X.; Zhang, W.; Zhao, X.; Sun, Y.; Hu, A.; Zhang, R.; Luo, K. Physiological, Transcriptomic, and Metabolomic Responses of Brachiaria decumbens Roots During Symbiosis Establishment with Piriformospora indica. Biology 2026, 15, 215. https://doi.org/10.3390/biology15030215
Liu M, Li X, Zhang W, Zhao X, Sun Y, Hu A, Zhang R, Luo K. Physiological, Transcriptomic, and Metabolomic Responses of Brachiaria decumbens Roots During Symbiosis Establishment with Piriformospora indica. Biology. 2026; 15(3):215. https://doi.org/10.3390/biology15030215
Chicago/Turabian StyleLiu, Man, Xinyong Li, Wenke Zhang, Xinghua Zhao, Yuehua Sun, An Hu, Rui Zhang, and Kai Luo. 2026. "Physiological, Transcriptomic, and Metabolomic Responses of Brachiaria decumbens Roots During Symbiosis Establishment with Piriformospora indica" Biology 15, no. 3: 215. https://doi.org/10.3390/biology15030215
APA StyleLiu, M., Li, X., Zhang, W., Zhao, X., Sun, Y., Hu, A., Zhang, R., & Luo, K. (2026). Physiological, Transcriptomic, and Metabolomic Responses of Brachiaria decumbens Roots During Symbiosis Establishment with Piriformospora indica. Biology, 15(3), 215. https://doi.org/10.3390/biology15030215

